• Title/Summary/Keyword: Policy Adjustment

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Convergence Study in Development of Severity Adjustment Method for Death with Acute Myocardial Infarction Patients using Machine Learning (머신러닝을 이용한 급성심근경색증 환자의 퇴원 시 사망 중증도 보정 방법 개발에 대한 융복합 연구)

  • Baek, Seol-Kyung;Park, Hye-Jin;Kang, Sung-Hong;Choi, Joon-Young;Park, Jong-Ho
    • Journal of Digital Convergence
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    • v.17 no.2
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    • pp.217-230
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    • 2019
  • This study was conducted to develop a customized severity-adjustment method and to evaluate their validity for acute myocardial infarction(AMI) patients to complement the limitations of the existing severity-adjustment method for comorbidities. For this purpose, the subjects of KCD-7 code I20.0 ~ I20.9, which is the main diagnosis of acute myocardial infarction were extracted using the Korean National Hospital Discharge In-depth Injury survey data from 2006 to 2015. Three tools were used for severity-adjustment method of comorbidities : CCI (charlson comorbidity index), ECI (Elixhauser comorbidity index) and the newly proposed CCS (Clinical Classification Software). The results showed that CCS was the best tool for the severity correction, and that support vector machine model was the most predictable. Therefore, we propose the use of the customized method of severity correction and machine learning techniques from this study for the future research on severity adjustment such as assessment of results of medical service.

Topic Modeling of Profit Adjustment Research Trend in Korean Accounting (텍스트 마이닝을 이용한 이익조정 연구동향 토픽모델링)

  • Kim, JiYeon;Na, HongSeok;Park, Kyung Hwan
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.125-139
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    • 2021
  • This study identifies the trend of Korean accounting researches on profit adjustment. We analyzed the abstract of accounting research articles published in Korean Citation Index (KCI) by using text mining technique. Among papers whose themes were profit adjustment, topics were divided into 4 parts: (i) Auditing and audit reports, (ii) corporate taxes and debt ratios, (iii) general management strategy of companies, and (iv) financial statements and accounting principles. Unlike the prediction that financial statements and accounting principles would be the main topic, auditing was analyzed as the most studied area. We analyzed topic trends based on the number of papers by topic, and could figure out the impact of K-IFRS introduction on profit adjustment research. By using Big Data method, this study enabled the division of research themes that have not been available in the past studies. This study enables the policy makers and business managers to learn about additional considerations in addition to accounting principles related to profit adjustment.

Study on Self-worth and University Life Adaptation of Paramedicine Department Students (응급구조학과 학생들의 자기가치감과 대학생활적응)

  • Song-Yi Han;Hyo-Jin Won
    • Journal of Digital Policy
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    • v.2 no.3
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    • pp.17-24
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    • 2023
  • This study identified the degree of self-worth and college life adjustment of students in the department of paramedicine, and analyzed whether there was a difference according to the presence or absence of religion and the intimacy of family members. An online survey was conducted on 183 students in department of paramedicine students attending a university, and the subject's gender, religious affiliation, and intimacy with family members were analyzed by frequency and percentage. Self-worth and adjustment to college life according to the presence or absence of religion and intimacy with family members were analyzed by mean, standard deviation, t-test, and ANOVA. As a result, there was a difference in self-worth according to religion status and family closeness. According to intimacy with family members, there was a significant difference in academic adjustment among the sub-factors of college life adjustment. Through the results of this study, it is necessary to consider the existence of religion and intimacy with family members in setting up a counseling strategy tailored to the factors of personal self-worth improvement and college life adjustment. It is proposed to develop a college life adjustment promotion program to improve various self-worth, apply it to department of paramedicine students, and verify its effectiveness.

The relationships between emotional intelligence and college adjustment and nursing professionalism in nursing students (간호대학생의 감성지능과 대학생활적응 및 간호전문직관의 관계)

  • Lee, Kwang-Ok;Chae, Hyun-Ju
    • Journal of Digital Convergence
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    • v.14 no.10
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    • pp.355-365
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    • 2016
  • This study was conducted to evaluate the relationships between emotional intelligence and college adjustment and nursing professionalism in nursing college students. The study participants were 172 nursing students of a university in Chungnam province. Data were collected by a self-administered questionnaire from December 1 to 20, 2015. Collected data were analyzed using the IBM SPSS 20.0 program with descriptive statistics, Pearson's correlation coefficient, t-test, one-way ANOVA and Scheffe test. The level of the emotional intelligence, college adjustment, and nursing professionalism were not high, and the emotional intelligence of nursing students had positive correlation with college adjustment(r=.448, p<.001)and nursing professionalism(r=.376, p<.001). These results suggest that nursing interventions to improve the emotional intelligence of nursing students should be developed and applied for improvement of college adjustment and nursing professionalism.

Study on the influencing factors on school adjustment of students with disabilities-Focused on school and disability related characteristics (장애 학생의 학교생활 적응에 영향을 미치는 요인에 관한 연구-학교 및 장애 특성을 중심으로)

  • Lee, Eun-Soon;Yoon, Sang-yong
    • Journal of Digital Convergence
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    • v.14 no.10
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    • pp.455-461
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    • 2016
  • This study intends to provide basic evidence needed to establish plans to help disabled children and youth adapt to school by analyzing factors to influence on their school adjustment. To accomplish this goal, raw data of Survey of Disabled People in 2014 conducted by the Ministry of Health and Welfare was utilized for analysis to identify determining factors among level of school, type of school, type of disability, severity of disability, subjective health status, experience of discrimination on disabled children's school adjustment. Results of the analysis are as follows. Level of school, type of school and severity of disability are influencing factors on disabled children's school adjustment. This result shows that the introduction of peer support programs and expansion of special class and auxiliary personnel are needed to assist disabled students' school adjustment.

The Effects of Career Maturity on School Adjustment in the Middle School Students -Focusing on the Mediating Effect of Sense of Community- (중학생의 진로성숙도가 학교생활적응에 미치는 영향 -공동체의식의 매개효과를 중심으로-)

  • Lee, Si-Yeon
    • The Journal of the Korea Contents Association
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    • v.17 no.6
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    • pp.622-631
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    • 2017
  • The purpose of this study was to examine the effects of career maturity on school adjustment in the middle school students on the mediating effect of sense of community. The data of 2,121 middle school students in the research into the state of adolescent activities and improvement plans(2015) by the National Youth Policy Institute were analysed. The results of the study are: (1) career maturity was found a key factor affecting the school adjustment of middle school students, (2) their career maturity had a positive affect on the sense of community, (3) sense of community affects school adjustment of middle school students, (4) sense of community was proved to have a mediating effect between the effects of career maturity and school adjustment. The implications and limitations are reviewed, as are the suggestions for future research.

The Influence of Perceived Parental Attachment and Self-differentiation on the Adjustment to College Life of University Students (전문대학생의 성인애착과 자아분화가 대학생활적응에 미치는 영향)

  • Kim, Jong-Un;Lee, Myoung-Hee
    • The Journal of the Korea Contents Association
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    • v.14 no.2
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    • pp.506-516
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    • 2014
  • The purpose of this study is to investigate the influence of perceived parental attachment and self-differentiation on the adjustment to college life For this study, we used research data about the adjustment to college life, perceived parental attachment and self-differentiation which were collected from 271 university students live in Busan. We carried out correlation analysis to see the relationship between perceived parental attachment, self-differentiation and the adjustment to college life. Also, we carried out stepwise multiple regression to predict the most influential variable in college life. Results of this study were as follows. First, perceived parental attachment, and self-differentiation have a meaningful positive relationship with college life. Second, attachment anxiety, attachment avoidance, family projection, and cognitive and emotional functioning have more effects on the adjustment to college. Especially attachment avoidance affects college life more than others. These results show the importance of a wide variety of policy research to develope peer support program and counseling for a better school life on schools, classes, counseling centers.

Influence of Ego-resilience and Spiritual well-being on College adjustment in major of Nursing Student (간호대학생의 자아탄력성과 영적안녕이 대학생활 적응에 미치는 영향)

  • Yun, Sun-Young;Min, Shin-Hong
    • Journal of Digital Convergence
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    • v.12 no.12
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    • pp.395-403
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    • 2014
  • The purpose of this study was to investigate the effects of ego-resilience and Spiritual well-being on college adjustment in nursing students. The sample for this study consisted of Nursing students from 2 university of nursing in C Provinces. The data were collected from November 10 to 17, 2014. The data were analyzed using t-test, ANOVA, Pearson correlation and multiple regression with SPSS 18.0. A positive correlation was found for college adjustment with Ego-resilience and Spiritual well-being. In addition Ego-resilience, Religious spiritual well-being, Existential spiritual well-being accounted for 39% of variance in college adjustment. The results of this study suggest that development of Ego-resilience and Spiritual well-being in nursing students is important to college adjustment. Further research in improving Ego-resilience and Spiritual well-being is warranted.

The Influence of Academic Self-Efficacy, Critical Thinking Disposition and Problem Solving Ability on Nursing Freshmen' College Adjustment in the Distance Education During COVID-19 (코로나19 원격 교육에서 간호대학 신입생의 학업적 자기효능감, 비판적 사고 성향, 문제해결능력이 대학생활 적응에 미치는 영향)

  • Ahn, Sung Mi
    • Journal of Digital Convergence
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    • v.18 no.10
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    • pp.315-323
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    • 2020
  • The purpose of this study was conducted to investigate factors influencing college adjustment on nursing freshmen in the distance education during COVID-19. A final sample 165 nursing freshmen was selected from S city, between 31 August and 4 September 2020. Using SPSS program t-test, one-way ANOVA, Pearson's correlation analysis and multiple regression analysis were performed. Factors that influenced college adjustment age, education at the time of admission, motivation of department choice, scholastic achievement. College adjustment showed a positive correlation with academic self-efficacy, critical thinking disposition, problem solving ability. These factors affecting the college adjustment of the subjects were with an explanatory power of 37.7%. Nursing freshmen need to method of class and student guidance that take these factors into account in the distance education during COVID-19.

Relation of Interpersonal Relationship Harmony, Stress Coping and Adjustment to College Life among Nursing students (간호대학생의 대인관계 조화, 스트레스 대처방식과 대학생활 적응의 관계)

  • Yi, Ji-Eun;Kwak, Hye-Weon
    • Journal of Digital Convergence
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    • v.14 no.11
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    • pp.527-537
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    • 2016
  • This study examined the effects of interpersonal relationship harmony and stress coping on the college adjustment among nursing students. The participants were 231. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression. Adjustment to college life significantly correlated with interpersonal relationship harmony and stress coping style. Interpersonal relationship harmony was significantly different according to year, satisfaction with nursing as a major, and academic achievement. Multiple regression analysis showed that interpersonal relationship harmony and stress coping(problem-focused, emotion-focused, hopeful thought) explained 23% of variance in adjustment to college life. The study findings suggest that intervention intended to promote nursing students' adjustment to college life should focus on improving interpersonal relationship harmony and stress coping.